Panoptic quality (PQ), segmentation quality (SQ) and recognition quality (RQ)

In this article, we will dive deeper in evaluation metrics for computer vision tasks especially for Panoptic segmentation namely Panoptic quality (PQ), segmentation quality (SQ) and recognition quality (RQ).

Table of contents :1. What is panoptic segmentation2. Panoptic quality (PQ)3. Segmentation quality (SQ)4. Recognition quality (RQ)5. Why Panoptic quality (PQ)6. Summary

We know that not only image classification that concern our mind in the field of CV but also their are more complicat...